SUPPORTED PROJECTS

Projects We Support

We support open source projects and communities that power modern computing, data, and innovation.

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Across scientific computing, machine learning, data infrastructure, visualization, developer tools, and open source communities, we help projects grow, thrive, and create lasting impact.

SCIENTIFIC & NUMERICAL COMPUTING

Foundational libraries and tools for numerical computing, scientific algorithms, and mathmatical modeling.

Numpy

NumPy

NumPy is an open-source Python library for numerical computing, providing powerful tools for working with multidimensional arrays and scientific data.

xnd

XND

XND explores new foundations for array computing, combining lessons from NumPy with flexible data structures designed for emerging applications.

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DyND

DyND is a C++ library for dynamic, multidimensional arrays designed to support flexible data types and advanced array-computing applications.

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Numba

Numba uses LLVM technology to compile numerical Python code into optimized machine code, significantly accelerating many computational workloads.

Scipy

SciPy

SciPy is an open-source Python library providing foundational algorithms and tools for mathematics, science, engineering, and technical computing.

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SymPy

SymPy is an open-source Python library for symbolic mathematics and computer algebra, designed to remain both powerful and easy to use.

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DataShape

DataShape is a language for describing data structures, extending concepts from NumPy data types with an emphasis on interoperability across programming languages.

MACHINE LEARNING & AI

Open source frameworks and libraries that power machine learning research, development, and real-world AI applications.

scikit

Sci-kit Learn

Scikit-learn provides simple, efficient open-source tools for predictive data analysis and machine learning, built on the Python scientific computing ecosystem.

pytorch

PyTorch

PyTorch is an open-source machine learning framework designed to support applications from research and experimentation through production deployment.

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TensorFlow

TensorFlow is an open-source machine learning platform providing tools and libraries for developing, training, and deploying machine learning applications.

DATA, STORAGE & DISTRIBUTED COMPUTING

Technologies for managing, processing, storing, and moving data at scale across diverse systems and environments.

dask

Dask

Dask brings scalable parallel and distributed computing to Python, helping users analyze datasets and workloads that extend beyond a single machine.

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Ibis

Ibis provides a Python interface for working with multiple data systems, allowing users to build portable analytical workflows across databases and computing engines.

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Pandas

Pandas is an open-source Python library providing fast, flexible tools for analyzing, manipulating, and working with structured data.

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Project Odo

Project Odo provides tools for efficiently migrating and converting data between different storage systems and data formats.

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Zarr

Zarr provides compressed, chunked multidimensional arrays designed for efficient storage and high-performance parallel and distributed computing.

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Blosc

Blosc is a high-performance data compression library designed to reduce storage requirements while accelerating memory-intensive computational workloads.

VISUALIZATION & INTERACTIVE APPLICATIONS

Libraries and tools for creating visualizations, dashboards, and interactive data experiences.

datashader

Datashader

Datashader is a graphics pipeline for creating accurate, meaningful visualizations of large datasets quickly and efficiently.

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Bokeh

Bokeh is a Python visualization library for creating interactive charts, dashboards, and other browser-based data applications.

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HoloViews

HoloViews is an open-source Python library that simplifies data analysis and visualization, allowing users to create sophisticated visualizations with minimal code.

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Panel

Panel is an open-source Python framework for building interactive applications, dashboards, and data tools directly from Python workflows.

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PyViz

PyViz helps users navigate the Python visualization ecosystem by providing guidance, examples, and resources for selecting appropriate open-source visualization tools.

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Matplotlib

Matplotlib is an open-source Python library for creating static, animated, and interactive data visualizations across a wide range of applications.

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HoloViz

HoloViz is an ecosystem of high-level open-source Python tools designed to make data visualization and exploration simpler and more accessible.

DEVELOPER TOOLS & COMPUTING PLATFORMS

Environments, languages, and infrastructure that help developers build, share, and run data and scientific applications.

conda

Conda

Conda is an open-source package and environment management system that helps users install, manage, and organize software packages and their dependencies.

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Spyder

Spyder is an open-source scientific development environment for Python that combines coding, analysis, debugging, data exploration, and visualization tools.

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Jupyter

Project Jupyter develops open-source software, standards, and services for interactive computing, including the widely used Jupyter Notebook and JupyterLab environments.

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QHub

QHub helps teams build and maintain scalable data science and computing platforms across cloud and on-premises environments.

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Conda-forge

Conda-forge is a community-led collection of software packages, build infrastructure, and recipes for the Conda package-management ecosystem.

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Python

Python is an open-source programming language known for its readability, versatility, and extensive use across software development, data science, and scientific computing.

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IPython

IPython provides an enhanced interactive Python environment with tools for exploratory computing, visualization, parallel processing, and Jupyter-based workflows.

OPEN SOURCE PLATFORMS & COMMUNITIES

Projects that strengthen the open source ecosystem, enable collaboration, and build connected communities.

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PyData

PyData is an educational program of NumFOCUS that supports learning, collaboration, and community development around open-source data and scientific computing technologies.

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Jitsi

Jitsi is a collection of free, open-source technologies for secure video conferencing and real-time communication on web and mobile platforms.

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Castra

Castra is a remote procedure call library for Clojure and ClojureScript applications, designed to simplify communication between clients and servers.

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